About the UiPath GenAI Activities package

The UiPath GenAI Activities connector and activities allow you to work directly with UiPath-managed large language models (LLMs) from a variety of third parties. You can benefit from UiPath AI Services such as the AI Trust Layer, which gives you access to the most popular LLMs without the need to manage subscriptions, and quality-optimized, prompt-based activities with easy-to-use inputs and outputs directly in Studio Web, Studio Desktop and Apps build experiences.

Ranging from a generic completion activity called Content Generation, that allow you to define the prompt and model on your own, to predefined, use-case-specific activities like Summarize or Translate, the UiPath GenAI Activities package offers a broad range of generative AI functionalities that can be inserted directly into automations.

Context grounding

Context grounding is a component of the UiPath AI Trust Layer which allows you to bring in your data to generate more accurate, reliable GenAI predictions. Context grounding is designed to make your business data LLM-ready without the need for any additional subscription to embedding models, vector databases, or large language models (LLMs).

You can create representative indices and embeddings of business data that UiPath GenAI features can reference for contextual evidence at runtime. To learn more about its key features and use cases, see About Context grounding.

How it works

UiPath GenAI Activities interact directly with a variety of internal UiPath services used to normalize and transform requests sent to model providers. You can create the connection directly, without any authentication parameters or subscription to a third-party service. However, you must still create and maintain the connection for use in Studio and Studio Web workflows, and Apps.

Note: You can disable GenAI Activities via the AI Trust Layer Automation Ops policy. For more information, see Settings for AI Trust Layer Policies in the Automation Ops User Guide.

See the activities page for a complete activity list and Working with UiPath GenAI activities for more information. To learn about the connector, see the UiPath GenAI Activities page from the Integration Service user guide.

Check out the Supported models page to learn what LLMs are used in GenAI Activities.

AI units consumption

UiPath GenAI Activities require AI units to be purchased in accordance with token consumption. Learn more about AI units from the AI Center user guide.

The activities use one AI Unit per execution, which includes design time and runtime executions.